Hi everyone,
inspired by the bher compiler for the probabilistic scheme dialect MIT
Church, I have implemented a version of the probability monad which
uses Metropolis Hastings to draw samples from runs of monadic
programs. You can find the code on github:
https://github.com/bertschi/ProbClojureNice.
The monadic version is more a proof of principle and not very fast. It
might nevertheless be useful, e.g. for educational purposes. Have a
look and decide for yourself ...
For the future, I'm working on a different approach to embed
probabilistic operations into clojure which scales better and allows
to run somewhat larger models.
Any comments and feedback are welcome. Best,
Nils
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